Data Science & Analytics

Course Overview

Become a data scientist. Learn Python, statistics, basic ML algorithms, data visualization and real projects.

About This Course

Complete data science bootcamp covering Python, statistics, machine learning, deep learning, and data visualization. Work on real industry projects and build a strong portfolio. Includes interview preparation.

What You’ll Learn

• Python for data science
• Statistics and probability
• Pandas and NumPy
• Data visualization (Matplotlib, Seaborn)
• Machine learning algorithms
• Deep learning basics
• SQL for data analysis
• Real-world projects
• Interview preparation

Course Modules

• Python Programming
• Statistics, Probability, Linear Algebra Fundamentals
• Data Analysis with Pandas
• Data Visualization
• SQL and Databases
• Machine Learning Algorithms
• Supervised Learning
• Unsupervised Learning
• Deep Learning & Neural Networks
• Artificial Intelligence Application
• Natural Language Processing
• Time Series Analysis
• Model Deployment
• Industry Projects
• Interview Prep

Tools & Technologies

Python, Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, Seaborn, SQL, Jupyter, Git